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    Neural scaling of deep chemical models by Frey, Nathan C, Soklaski, Ryan, Axelrod, Simon, Samsi, Siddharth, Gómez-Bombarelli, Rafael, Coley, Connor W, Gadepally, Vijay

    Published 2025
    “…There is emerging evidence that scale may be a key ingredient in scientific deep learning, but the importance of physical priors in scientific domains makes the strategies and benefits of scaling uncertain. …”
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    Article
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    Scaling up parametric human recovery by Cai, Zhongang

    Published 2024
    “…Second, we introduce GTA-Human, a large-scale 3D human dataset derived from the popular video game GTA-V. …”
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    Thesis-Doctor of Philosophy
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    Pan-European atmospheric lead pollution, enhanced blood lead levels, and cognitive decline from Roman-era mining and smelting by McConnell, JR, Chellman, N, Plach, A, Wensman, SM, Plunkett, G, Stohl, A, Smith, N, Vinther, BM, Dahl-Jensen, D, Steffensen, JP, Fritzsche, D, Brugger, SO, McDonald, BT, Wilson, AI

    Published 2025
    “…Although lead exposure routes were many and included use of glazed tablewares, paints, cosmetics, and even intentional ingestion, the most significant for the nonelite, rural majority of the population may have been through background air pollution from mining and smelting of silver and lead ores that underpinned the Roman economy. …”
    Journal article
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    Colloidal fouling and scaling in reverse osmosis process by Jun, Yan

    Published 2017
    “…Colloidal fouling and scaling are common types of membrane fouling. Trans-membrane pressure, flux and rejection rate are the common methods used to monitor membrane fouling. …”
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    Final Year Project (FYP)
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    Scaling Post-Disaster Housing Capacity: Roundtable Report by Finegan, Lauren, Goentzel, Jarrod, Reisman, Erin, Russell, Timothy Edward, Story, Drew

    Published 2024
    “…In January 2024, the MIT Humanitarian Supply Chain Lab held a roundtable on the theme of scaling construction capacity after disasters. The roundtable convened participants from academia, non-profit organizations, and both the public and private sectors. …”
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    Technical Report
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    A scaling law to model the effectiveness of identification techniques by Rocher, L, Hendrickx, JM, Montjoye, YD

    Published 2025
    “…We then generalize the model to forecast how κ scales from small-scale experiments to the real world, for exact, sparse, and machine learning-based robust identification techniques. …”
    Journal article
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    Computer control of scaled helicopter system by Zaw, Naing Oo

    Published 2009
    “…In this dissertation, a scaled helicopter is being used to study the system modeling, identification of model parameters and implementation of digital controller. …”
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    Thesis
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    Feature representation for large scale classification by Yang, Hao

    Published 2016
    “…The extraction of knowledge in data, whether through pre-defined functions or procedures, or through learned projection matrices or neural networks, is crucial for the success of a large scale classification system. In this dissertation, three different feature embedding methods are considered to improve the efficiency and/or effectiveness of the classification of three different types of data. …”
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    Thesis
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    Multi-scale modelling in computational biomedicine by Sloot, Peter M. A., Hoekstra, Alfons G.

    Published 2013
    “…The inherent complexity of biomedical systems is well recognized; they are multi-scale, multi-science systems, bridging a wide range of temporal and spatial scales. …”
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    Journal Article
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    Effects of scaling and cleaning on the performance of forward osmosis hollow fiber membranes by Arkhangelsky, Elizabeth, Wicaksana, Filicia, Chou, Shuren, Al-Rabiah, Abdulrahman A., Al-Zahrani, Saeed M., Wang, Rong

    Published 2013
    “…Forward osmosis (FO) process as an alternative to conventional desalination techniques has attracted much attention in recent years. Since mineral salt scaling is one of the major limitations for seawater desalination, the current study focused on the behaviors of thin film composite (TFC) FO hollow fibers, which were fabricated in our laboratory, under the circumstance of calcium sulfate (CaSO4) scaling with sodium chloride as draw solution. …”
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    Journal Article
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    Accurate and Fast Approximate Graph Mining at Scale by Arpaci-Dusseau, Anna

    Published 2024
    “…In particular, ScaleGPM handles billion-scale graphs in seconds, where existing systems either run out of memory or fail to complete in hours.…”
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    Thesis
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    Small scale 3D jet scour by Nuramirah Suyin Zaihan

    Published 2014
    “…It was to also examine the possibility of scale effect, whether the scour hole geometry was affected by scaling the experiment. …”
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    Final Year Project (FYP)
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    Multi-scale Modeling Of Additive Manufacturing Process by Seet, Gim Lee, Tor, Shu Beng, Chua, Chee Kai, Chandra, Shubham, Phanikumar, Gandham

    Published 2016
    “…To this need, a multi-scale numerical study is carried out combining a three-dimensional finite element (FE) based macro-scale and a cellular automaton (CA) based meso-scale model in order to simulate the dendritic grain growth in the selective laser melting (SLM) technique. …”
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    Conference Paper